Nature Communications · 2021 · 116 citations · 65 references
MedicineGeneticsOncologyCarcinogenesisGenomicsMolecular OncologyCancer EpigeneticsCancer EpigenomicsCancer GenomicsEpigenetic Alterations In CancerHepatocellular CarcinomaLiver CancerChildhood Cancer GenomicsHepatoblast DifferentiationHepatoblast ProliferationPrimary Liver TumorsSomatic Mutation ProfilingSomatic MutationsTelomerase Reverse TranscriptaseTert Promoter Mutations
Hepatoblastoma (HB) is the most common pediatric liver malignancy; however, hereditary predisposition and acquired molecular aberrations related to HB clinicopathological diversity are not well understood. Here, we perform an integrative genomic profiling of 163 pediatric liver tumors (154 HBs and nine hepatocellular carcinomas) based on the data acquired from a cohort study (JPLT-2). The total number of somatic mutations is precious low (0.52/Mb on exonic regions) but correlated with age at diagnosis. Telomerase reverse transcriptase (TERT) promoter mutations are prevalent in the tween HBs, selective in the transitional liver cell tumor (TLCT, > 8 years old). DNA methylation profiling reveals that classical HBs are characterized by the specific hypomethylated enhancers, which are enriched with binding sites for ASCL2, a regulatory transcription factor for definitive endoderm in Wnt-pathway. Prolonged upregulation of ASCL2, as well as fetal-liver-like methylation patterns of IGF2 promoters, suggests their "cell of origin" derived from the premature hepatoblast, similar to intestinal epithelial cells, which are highly proliferative. Systematic molecular profiling of HB is a promising approach for understanding the epigenetic drivers of hepatoblast carcinogenesis and deriving clues for risk stratification.
65
Open source clustering software
Michiel de Hoon, Seiya Imoto, John P. Nolan et al. · Bioinformatics · 2004 · 3.2K citations · Full text
DNA methylation-based classification of central nervous system tumours
David Capper, David Jones, Martin Sill et al. · Nature · 2018 · 3.1K citations · Full text